Data Preparation: Vector Database Setup

Learn how to load raw data into a structured vector database that allows your agent to retrieve and cite facts about the foundations being researched with accuracy.

Kit

Transcript

Reference links

• Pinecone: Vector database platform
• FlowiseAI<>Pinecone integration docs ‍

Demo: Pincone Vector Database Setup and FlowiseAI Integration

00:00 Part 1: Vector database setup & Integration with a visual agent builder (Flowise AI) 07:30 Part 2: Part 2: Upload data to vector database using Google Colab

Session 4 Presentation - Data Preparation: Vector Database Setup

View or download the presentation PDF.

Data preparation and Google Colab demo

This plan and demo video outlines an example data transformation approach using Google Colab to prepare the Government of Canada’s 2023 Open Data.

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Agent Prototype

Configure a visual agent builder to query your data, building a first iteration of a live, interactive research tool.